{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: DevOps Engineer - Studio Platform","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/bd45a73a-e37c-4e3d-8f46-f6e559f0f1d8","json_url":"https://onlylabs.fyi/signals/bd45a73a-e37c-4e3d-8f46-f6e559f0f1d8/signal.json","generated_at":"2026-06-11T03:00:59.448981+00:00","org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/sarvam","dossier_json_url":"https://onlylabs.fyi/labs/sarvam/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/bd45a73a-e37c-4e3d-8f46-f6e559f0f1d8","signal_json":"https://onlylabs.fyi/signals/bd45a73a-e37c-4e3d-8f46-f6e559f0f1d8/signal.json","source":"https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b","lab_dossier":"https://onlylabs.fyi/labs/sarvam","lab_dossier_json":"https://onlylabs.fyi/labs/sarvam/dossier.json","analysis":"https://onlylabs.fyi/analysis/sarvam","analysis_json":"https://onlylabs.fyi/analysis/sarvam/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sarvam/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/hiring","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Sarvam AI opened DevOps Engineer - Studio Platform (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job opening, no traction. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b","source_host":"jobs.ashbyhq.com","occurred_at":"2026-06-03T08:09:40.759+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt","context":"Bengaluru"},"context_markers":[{"label":"Lab","value":"Sarvam AI","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"jobs.ashbyhq.com","source":"source"},{"label":"Team","value":"Engineering","source":"signal"},{"label":"Location","value":"Bengaluru","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening, no traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:00:59.448981+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bd45a73a-e37c-4e3d-8f46-f6e559f0f1d8/signal.json","dossier_json":"https://onlylabs.fyi/labs/sarvam/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/sarvam/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sarvam/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.","evidence_focus":["role title","team or function","location","job description","data, eval, infra, safety, product, and GTM terms"],"extraction_questions":["Which teams are hiring repeatedly?","Which locations or hubs are becoming more important?","Which roles imply data, evaluation, infrastructure, or platform spend?","Which labs have hiring signals without a fresh standing analysis?"],"signal_questions":["What demand signal does this role create for teams, locations, infrastructure, evals, or data workflows?","Which teams are hiring repeatedly?","Which locations or hubs are becoming more important?","Do the 6 related job signals show a repeated pattern?"],"output_fields":["org","team","location","role_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/bd45a73a-e37c-4e3d-8f46-f6e559f0f1d8/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/sarvam/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/sarvam/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Sarvam AI's job signal \"DevOps Engineer - Studio Platform\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role DevOps Engineer - Studio Platform","text":"Sarvam AI opened role DevOps Engineer - Studio Platform."},{"subject":"DevOps Engineer - Studio Platform","predicate":"is classified as","object":"job signal","text":"DevOps Engineer - Studio Platform is classified as job signal."},{"subject":"DevOps Engineer - Studio Platform","predicate":"belongs to","object":"hiring desk","text":"DevOps Engineer - Studio Platform belongs to hiring desk."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has context","object":"Bengaluru","text":"DevOps Engineer - Studio Platform has context Bengaluru."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has evidence coverage","object":"1 captured evidence page","text":"DevOps Engineer - Studio Platform has evidence coverage 1 captured evidence page."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has captured page count","object":"1","text":"DevOps Engineer - Studio Platform has captured page count 1."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has readable page count","object":"1","text":"DevOps Engineer - Studio Platform has readable page count 1."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has related signal count","object":"6","text":"DevOps Engineer - Studio Platform has related signal count 6."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has analysis playbook objective","object":"Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.","text":"DevOps Engineer - Studio Platform has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has source host","object":"jobs.ashbyhq.com","text":"DevOps Engineer - Studio Platform has source host jobs.ashbyhq.com."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has lab","object":"Sarvam AI","text":"DevOps Engineer - Studio Platform has lab Sarvam AI."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has signal desk","object":"hiring","text":"DevOps Engineer - Studio Platform has signal desk hiring."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has source host","object":"jobs.ashbyhq.com","text":"DevOps Engineer - Studio Platform has source host jobs.ashbyhq.com."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has team","object":"Engineering","text":"DevOps Engineer - Studio Platform has team Engineering."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has location","object":"Bengaluru","text":"DevOps Engineer - Studio Platform has location Bengaluru."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has ats","object":"ashby","text":"DevOps Engineer - Studio Platform has ats ashby."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has notability","object":"Routine job opening, no traction","text":"DevOps Engineer - Studio Platform has notability Routine job opening, no traction."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has watch term","object":"Eval methodology","text":"DevOps Engineer - Studio Platform has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened DevOps Engineer - Studio Platform (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job opening, no traction. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role DevOps Engineer - Studio Platform","text":"Sarvam AI opened role DevOps Engineer - Studio Platform."},{"subject":"DevOps Engineer - Studio Platform","predicate":"is classified as","object":"job signal","text":"DevOps Engineer - Studio Platform is classified as job signal."},{"subject":"DevOps Engineer - Studio Platform","predicate":"belongs to","object":"hiring desk","text":"DevOps Engineer - Studio Platform belongs to hiring desk."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has context","object":"Bengaluru","text":"DevOps Engineer - Studio Platform has context Bengaluru."},{"subject":"DevOps Engineer - Studio Platform","predicate":"has evidence coverage","object":"1 captured evidence page","text":"DevOps Engineer - Studio Platform has evidence coverage 1 captured evidence page."}]},"signal":{"id":"bd45a73a-e37c-4e3d-8f46-f6e559f0f1d8","url":"https://onlylabs.fyi/signals/bd45a73a-e37c-4e3d-8f46-f6e559f0f1d8","json_url":"https://onlylabs.fyi/signals/bd45a73a-e37c-4e3d-8f46-f6e559f0f1d8/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b","title":"DevOps Engineer - Studio Platform","summary":"Sarvam AI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-03T08:09:40.759+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b"]},"facets":{"location":"Bengaluru","team":"Engineering","ats":"ashby"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b","final_url":"https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b","title":"DevOps Engineer - Studio Platform","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:00:59.448981+00:00","bytes":16890,"raw_path":"847add777ad00dafaa4e4a7cdbd6d603fd20cd2b90f5a3d6d377cf9dfeaaa488.json","content_hash":"09d8d862e0ec0e98dd2128f8713691cf3ab3db1d07198c4f1b9537ce9f5625be","excerpt_chars":1200,"truncated":true,"excerpt":"DevOps Engineer - Studio Platform Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-03T08:09:40.759+00:00 About Sarvam Sarvam is building the bedrock of Sovereign AI for India. The company is developing India’s full-stack sovereign AI platform, building across research, models, infrastructure and applications with a singular focus on making AI genuinely work for India. Sarvam works with leading enterprises and public institutions and is backed by Lightspeed, Peak XV, and Khosla Ventures. Sarvam partners with India’s leading brands, including Tata Capital, SBI Life, CRED, IDFC, and LIC. About the Role We are seeking a driven and highly skilled DevOps Engineer to join the Studio engineering team at Sarvam. Studio is our creative media platform — powering AI dubbing, live translation, voice cloning, and more across 12+ Indian languages for enterprise media companies and millions of creators. You will own the operational reliability, deployment velocity, and infrastructure automation for a production system that orchestrates ML-heavy workloads at scale. The platform runs a multi-service architecture on Kubernetes with..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b","final_url":"https://jobs.ashbyhq.com/sarvam/64776762-9f78-4c13-83d7-435c593aa48b","title":"DevOps Engineer - Studio Platform","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:00:59.448981+00:00","bytes":16890,"raw_path":"847add777ad00dafaa4e4a7cdbd6d603fd20cd2b90f5a3d6d377cf9dfeaaa488.json","content_hash":"09d8d862e0ec0e98dd2128f8713691cf3ab3db1d07198c4f1b9537ce9f5625be","excerpt_chars":1200,"truncated":true,"excerpt":"DevOps Engineer - Studio Platform Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-03T08:09:40.759+00:00 About Sarvam Sarvam is building the bedrock of Sovereign AI for India. The company is developing India’s full-stack sovereign AI platform, building across research, models, infrastructure and applications with a singular focus on making AI genuinely work for India. Sarvam works with leading enterprises and public institutions and is backed by Lightspeed, Peak XV, and Khosla Ventures. Sarvam partners with India’s leading brands, including Tata Capital, SBI Life, CRED, IDFC, and LIC. About the Role We are seeking a driven and highly skilled DevOps Engineer to join the Studio engineering team at Sarvam. Studio is our creative media platform — powering AI dubbing, live translation, voice cloning, and more across 12+ Indian languages for enterprise media companies and millions of creators. You will own the operational reliability, deployment velocity, and infrastructure automation for a production system that orchestrates ML-heavy workloads at scale. The platform runs a multi-service architecture on Kubernetes with..."}],"related_signals":[{"id":"a0ed2969-b120-4cec-a95c-f84203926563","url":"https://onlylabs.fyi/signals/a0ed2969-b120-4cec-a95c-f84203926563","source_url":"https://jobs.ashbyhq.com/sarvam/30259734-50c3-4f1c-81cd-8bff07e585e7","title":"Applied AI Engineer, Sarvam Agents","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-10T17:13:02.712+00:00","first_seen_at":"2026-06-11T07:01:15.429356+00:00","date_source":"ashby.publishedAt"},{"id":"29f74af2-73b4-4a96-a8d3-6186ba033121","url":"https://onlylabs.fyi/signals/29f74af2-73b4-4a96-a8d3-6186ba033121","source_url":"https://jobs.ashbyhq.com/sarvam/7f3aa010-8b45-475f-a361-2c6b51074558","title":"Business Development - Education & Healthcare","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-08T09:17:21.529+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"bda866e0-c177-44cf-8e5a-377529003ec6","url":"https://onlylabs.fyi/signals/bda866e0-c177-44cf-8e5a-377529003ec6","source_url":"https://jobs.ashbyhq.com/sarvam/8b83a923-78ac-485d-a1b4-304ea526160c","title":"CISO","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-08T07:57:32.416+00:00","first_seen_at":"2026-06-09T07:00:28.32386+00:00","date_source":"ashby.publishedAt"},{"id":"0da58707-8608-4400-b3da-921d192c9455","url":"https://onlylabs.fyi/signals/0da58707-8608-4400-b3da-921d192c9455","source_url":"https://jobs.ashbyhq.com/sarvam/e72fad96-0e1a-4926-8cf4-b3986fc59e6c","title":"GTM & Strategy Associate, Sarvam Studio","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-05T08:26:03.478+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"d825bc36-ba52-4ddc-a46f-6434f27daab8","url":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8","source_url":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","title":"Performance Engineer, On-Device Inference","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-04T18:10:21.432+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"c66e7622-bf8c-4fe2-8124-b1e10e03efa5","url":"https://onlylabs.fyi/signals/c66e7622-bf8c-4fe2-8124-b1e10e03efa5","source_url":"https://jobs.ashbyhq.com/sarvam/4129247f-07d0-4fea-b72e-f86adabc55ad","title":"Senior Performance Engineer, Discrete GPU","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-04T18:05:58.002+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"}]}